calculating final value at risk currency value
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Cargo.lock
finlib-ffi/src
finlib-wasm/src
finlib/src
notebooks
historical_var.ipynbinterviewqs_sample.ipynbpoetry.lockpyproject.tomlvarcovar_var.ipynbvarcovar_var_portfolio.ipynb
pyfinlib
1
Cargo.lock
generated
1
Cargo.lock
generated
@ -609,6 +609,7 @@ name = "pyfinlib"
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version = "0.0.2"
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dependencies = [
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"finlib",
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"log",
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"pyo3",
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"pyo3-log",
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]
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@ -42,5 +42,5 @@ pub unsafe extern "C" fn varcovar_value_at_risk(arr: *const f64, len: usize, con
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slice::from_raw_parts(arr, len)
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};
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Box::into_raw(Box::new(finlib::risk::var::varcovar::value_at_risk(input_array, confidence)))
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Box::into_raw(Box::new(finlib::risk::var::varcovar::value_at_risk_percent(input_array, confidence)))
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}
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@ -29,7 +29,7 @@ impl ValueAtRisk {
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}
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pub fn varcovar(values: Vec<f64>, confidence: f64) -> f64 {
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finlib::risk::var::varcovar::value_at_risk(&values, confidence)
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finlib::risk::var::varcovar::value_at_risk_percent(&values, confidence)
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}
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}
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@ -15,8 +15,13 @@ impl Portfolio {
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}
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#[pyo3(name = "value_at_risk")]
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pub fn value_at_risk_py(&mut self, confidence: f64) -> PyResult<Option<f64>> {
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Ok(self.value_at_risk(confidence))
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pub fn value_at_risk_py(&mut self, confidence: f64, initial_investment: f64) -> PyResult<Option<f64>> {
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Ok(self.value_at_risk(confidence, initial_investment))
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}
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#[pyo3(name = "value_at_risk_percent")]
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pub fn value_at_risk_pct_py(&mut self, confidence: f64) -> PyResult<Option<f64>> {
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Ok(self.value_at_risk_percent(confidence))
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}
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}
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@ -14,9 +14,14 @@ impl Portfolio {
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self.is_valid()
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}
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#[wasm_bindgen(js_name = "valueAtRiskPercent")]
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pub fn value_at_risk_pct_wasm(&mut self, confidence: f64) -> Option<f64> {
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self.value_at_risk_percent(confidence)
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}
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#[wasm_bindgen(js_name = "valueAtRisk")]
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pub fn value_at_risk_wasm(&mut self, confidence: f64) -> Option<f64> {
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self.value_at_risk(confidence)
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pub fn value_at_risk_wasm(&mut self, confidence: f64, initial_investment: f64) -> Option<f64> {
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self.value_at_risk(confidence, initial_investment)
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}
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}
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9
finlib/src/risk/forecast/mod.rs
Normal file
9
finlib/src/risk/forecast/mod.rs
Normal file
@ -0,0 +1,9 @@
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use statrs::distribution::{ContinuousCDF, Normal};
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pub fn mean_investment(portfolio_mean_change: f64, initial_investment: f64) -> f64 {
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(1. + portfolio_mean_change) * initial_investment
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}
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pub fn std_dev_investment(portfolio_change_stddev: f64, initial_investment: f64) -> f64 {
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portfolio_change_stddev * initial_investment
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}
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@ -1,2 +1,3 @@
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pub mod var;
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pub mod portfolio;
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pub mod forecast;
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@ -4,7 +4,7 @@ use ndarray_stats::CorrelationExt;
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use wasm_bindgen::prelude::*;
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#[cfg(feature = "py")]
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use pyo3::prelude::*;
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use crate::risk::var::varcovar::portfolio_value_at_risk;
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use crate::risk::var::varcovar::{portfolio_value_at_risk, portfolio_value_at_risk_percent};
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use crate::stats;
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use crate::util::roc::rates_of_change;
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@ -170,8 +170,12 @@ impl Portfolio {
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Some((porfolio_mean_return, portfolio_stddev))
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}
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pub fn value_at_risk(&mut self, confidence: f64) -> Option<f64> {
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portfolio_value_at_risk(self, confidence)
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pub fn value_at_risk(&mut self, confidence: f64, initial_investment: f64) -> Option<f64> {
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portfolio_value_at_risk(self, confidence, initial_investment)
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}
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pub fn value_at_risk_percent(&mut self, confidence: f64) -> Option<f64> {
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portfolio_value_at_risk_percent(self, confidence)
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}
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}
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@ -1,34 +1,63 @@
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use log::info;
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use crate::stats;
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use crate::util::roc::rates_of_change;
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use ndarray_stats::CorrelationExt;
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use crate::risk::portfolio::Portfolio;
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#[cfg(feature = "parallel")]
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use rayon::prelude::*;
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use statrs::distribution::{ContinuousCDF, Normal};
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use crate::risk::forecast::{mean_investment, std_dev_investment};
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// https://medium.com/@serdarilarslan/value-at-risk-var-and-its-implementation-in-python-5c9150f73b0e
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pub fn value_at_risk(values: &[f64], confidence: f64) -> f64 {
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pub fn value_at_risk_percent(values: &[f64], confidence: f64) -> f64 {
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let roc = rates_of_change(values).collect::<Vec<_>>();
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let mean = stats::mean(&roc);
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let std_dev = stats::sample_std_dev(&roc);
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let n = Normal::new(0.0, 1.0).unwrap();
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let n = Normal::new(mean, std_dev).unwrap();
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mean + std_dev * n.inverse_cdf(confidence)
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n.inverse_cdf(confidence)
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}
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pub fn portfolio_value_at_risk(portfolio: &mut Portfolio, confidence: f64) -> Option<f64> {
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pub fn portfolio_value_at_risk_percent(portfolio: &mut Portfolio, confidence: f64) -> Option<f64> {
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match portfolio.get_mean_and_std() {
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None => None,
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Some((mean, std_dev)) => {
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let n = Normal::new(0.0, 1.0).unwrap();
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Some(mean + std_dev * n.inverse_cdf(confidence))
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let n = Normal::new(mean, std_dev).unwrap();
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Some(n.inverse_cdf(confidence))
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}
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}
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}
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pub fn portfolio_value_at_risk(portfolio: &mut Portfolio, confidence: f64, initial_investment: f64) -> Option<f64> {
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match portfolio.get_mean_and_std() {
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None => None,
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Some((mean, std_dev)) => {
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let investment_mean = mean_investment(mean, initial_investment);
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let investment_std_dev = std_dev_investment(std_dev, std_dev);
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info!("{:?}, {:?}", investment_mean, investment_std_dev);
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let investment_var = investment_value_at_risk(confidence, investment_mean, investment_std_dev);
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println!("{:?}", investment_var);
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Some(initial_investment - investment_var)
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}
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}
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}
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pub fn investment_value_at_risk(confidence: f64, investment_mean: f64, investment_std_dev: f64) -> f64 {
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let n = Normal::new(investment_mean, investment_std_dev).unwrap();
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n.inverse_cdf(confidence)
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}
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pub fn scale_value_at_risk(initial_value: f64, time_cycles: isize) -> f64 {
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initial_value * f64::sqrt(time_cycles as f64)
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}
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#[cfg(test)]
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mod tests {
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use super::*;
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@ -43,7 +72,7 @@ mod tests {
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let mut portfolio = Portfolio::from(assets);
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portfolio_value_at_risk(&mut portfolio, 0.1);
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portfolio_value_at_risk_percent(&mut portfolio, 0.1);
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}
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@ -55,6 +84,20 @@ mod tests {
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let mut portfolio = Portfolio::from(assets);
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portfolio_value_at_risk(&mut portfolio, 0.1);
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portfolio_value_at_risk_percent(&mut portfolio, 0.1);
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}
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#[test]
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fn var_test_one_asset_investment() {
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let assets = vec![
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PortfolioAsset::new(1., "awdad".to_string(), vec![10., 9., 8., 7.])
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// PortfolioAsset::new(1., "awdad".to_string(), vec![2.1, 2., 2.1, 1., 1.])
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];
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let mut portfolio = Portfolio::from(assets);
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println!("{:?}", portfolio_value_at_risk(&mut portfolio, 0.01, 1_000_000.));
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println!("{:?}", portfolio_value_at_risk(&mut portfolio, 0.1, 1_000_000.));
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println!("{:?}", portfolio_value_at_risk(&mut portfolio, 0.5, 1_000_000.));
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}
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}
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@ -31,281 +31,6 @@
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"outputs": [],
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"execution_count": 2
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},
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{
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-02-14T22:39:50.200378Z",
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"start_time": "2025-02-14T22:39:50.192064Z"
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}
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},
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"cell_type": "code",
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"source": "aapl.results",
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"id": "ba361e8697a2e425",
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"outputs": [
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{
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"data": {
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"text/plain": [
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|
||||
" YFinanceEquityHistoricalData(date=2024-04-11, open=168.33999633789062, high=175.4600067138672, low=168.16000366210938, close=175.0399932861328, volume=91070300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-12, open=174.25999450683594, high=178.36000061035156, low=174.2100067138672, close=176.5500030517578, volume=101593300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-15, open=175.36000061035156, high=176.6300048828125, low=172.5, close=172.69000244140625, volume=73531800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-16, open=171.75, high=173.75999450683594, low=168.27000427246094, close=169.3800048828125, volume=73711200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-17, open=169.61000061035156, high=170.64999389648438, low=168.0, close=168.0, volume=50901200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-18, open=168.02999877929688, high=168.63999938964844, low=166.5500030517578, close=167.0399932861328, volume=43122900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-19, open=166.2100067138672, high=166.39999389648438, low=164.0800018310547, close=165.0, volume=67772100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-22, open=165.52000427246094, high=167.25999450683594, low=164.77000427246094, close=165.83999633789062, volume=48116400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-23, open=165.35000610351562, high=167.0500030517578, low=164.9199981689453, close=166.89999389648438, volume=49537800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-24, open=166.5399932861328, high=169.3000030517578, low=166.2100067138672, close=169.02000427246094, volume=48251800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-25, open=169.52999877929688, high=170.61000061035156, low=168.14999389648438, close=169.88999938964844, volume=50558300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-26, open=169.8800048828125, high=171.33999633789062, low=169.17999267578125, close=169.3000030517578, volume=44838400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-29, open=173.3699951171875, high=176.02999877929688, low=173.10000610351562, close=173.5, volume=68169400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-30, open=173.3300018310547, high=174.99000549316406, low=170.0, close=170.3300018310547, volume=65934800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-01, open=169.5800018310547, high=172.7100067138672, low=169.11000061035156, close=169.3000030517578, volume=50383100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-02, open=172.50999450683594, high=173.4199981689453, low=170.88999938964844, close=173.02999877929688, volume=94214900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-03, open=186.64999389648438, high=187.0, low=182.66000366210938, close=183.3800048828125, volume=163224100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-06, open=182.35000610351562, high=184.1999969482422, low=180.4199981689453, close=181.7100067138672, volume=78569700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-07, open=183.4499969482422, high=184.89999389648438, low=181.32000732421875, close=182.39999389648438, volume=77305800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-08, open=182.85000610351562, high=183.07000732421875, low=181.4499969482422, close=182.74000549316406, volume=45057100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-09, open=182.55999755859375, high=184.66000366210938, low=182.11000061035156, close=184.57000732421875, volume=48983000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-10, open=184.89999389648438, high=185.08999633789062, low=182.1300048828125, close=183.0500030517578, volume=50759500, vwap=None, split_ratio=None, dividend=0.25),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-13, open=185.44000244140625, high=187.10000610351562, low=184.6199951171875, close=186.27999877929688, volume=72044800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-14, open=187.50999450683594, high=188.3000030517578, low=186.2899932861328, close=187.42999267578125, volume=52393600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-15, open=187.91000366210938, high=190.64999389648438, low=187.3699951171875, close=189.72000122070312, volume=70400000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-16, open=190.47000122070312, high=191.10000610351562, low=189.66000366210938, close=189.83999633789062, volume=52845200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-17, open=189.50999450683594, high=190.80999755859375, low=189.17999267578125, close=189.8699951171875, volume=41282900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-20, open=189.3300018310547, high=191.9199981689453, low=189.00999450683594, close=191.0399932861328, volume=44361300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-21, open=191.08999633789062, high=192.72999572753906, low=190.9199981689453, close=192.35000610351562, volume=42309400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-22, open=192.27000427246094, high=192.82000732421875, low=190.27000427246094, close=190.89999389648438, volume=34648500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-23, open=190.97999572753906, high=191.0, low=186.6300048828125, close=186.8800048828125, volume=51005900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-24, open=188.82000732421875, high=190.5800018310547, low=188.0399932861328, close=189.97999572753906, volume=36294600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-28, open=191.50999450683594, high=193.0, low=189.10000610351562, close=189.99000549316406, volume=52280100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-29, open=189.61000061035156, high=192.25, low=189.50999450683594, close=190.2899932861328, volume=53068000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-30, open=190.75999450683594, high=192.17999267578125, low=190.6300048828125, close=191.2899932861328, volume=49947900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-31, open=191.44000244140625, high=192.57000732421875, low=189.91000366210938, close=192.25, volume=75158300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-03, open=192.89999389648438, high=194.99000549316406, low=192.52000427246094, close=194.02999877929688, volume=50080500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-04, open=194.63999938964844, high=195.32000732421875, low=193.02999877929688, close=194.35000610351562, volume=47471400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-05, open=195.39999389648438, high=196.89999389648438, low=194.8699951171875, close=195.8699951171875, volume=54156800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-06, open=195.69000244140625, high=196.5, low=194.1699981689453, close=194.47999572753906, volume=41181800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-07, open=194.64999389648438, high=196.94000244140625, low=194.13999938964844, close=196.88999938964844, volume=53103900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-10, open=196.89999389648438, high=197.3000030517578, low=192.14999389648438, close=193.1199951171875, volume=97262100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-11, open=193.64999389648438, high=207.16000366210938, low=193.6300048828125, close=207.14999389648438, volume=172373300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-12, open=207.3699951171875, high=220.1999969482422, low=206.89999389648438, close=213.07000732421875, volume=198134300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-13, open=214.74000549316406, high=216.75, low=211.60000610351562, close=214.24000549316406, volume=97862700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-14, open=213.85000610351562, high=215.1699981689453, low=211.3000030517578, close=212.49000549316406, volume=70122700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-17, open=213.3699951171875, high=218.9499969482422, low=212.72000122070312, close=216.6699981689453, volume=93728300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-18, open=217.58999633789062, high=218.6300048828125, low=213.0, close=214.2899932861328, volume=79943300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-20, open=213.92999267578125, high=214.24000549316406, low=208.85000610351562, close=209.67999267578125, volume=86172500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-21, open=210.38999938964844, high=211.88999938964844, low=207.11000061035156, close=207.49000549316406, volume=246421400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-24, open=207.72000122070312, high=212.6999969482422, low=206.58999633789062, close=208.13999938964844, volume=80727000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-25, open=209.14999389648438, high=211.3800048828125, low=208.61000061035156, close=209.07000732421875, volume=56713900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-26, open=211.5, high=214.86000061035156, low=210.63999938964844, close=213.25, volume=66213200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-27, open=214.69000244140625, high=215.74000549316406, low=212.35000610351562, close=214.10000610351562, volume=49772700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-28, open=215.77000427246094, high=216.07000732421875, low=210.3000030517578, close=210.6199951171875, volume=82542700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-01, open=212.08999633789062, high=217.50999450683594, low=211.9199981689453, close=216.75, volume=60402900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-02, open=216.14999389648438, high=220.3800048828125, low=215.10000610351562, close=220.27000427246094, volume=58046200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-03, open=220.0, high=221.5500030517578, low=219.02999877929688, close=221.5500030517578, volume=37369800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-05, open=221.64999389648438, high=226.4499969482422, low=221.64999389648438, close=226.33999633789062, volume=60412400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-08, open=227.08999633789062, high=227.85000610351562, low=223.25, close=227.82000732421875, volume=59085900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-09, open=227.92999267578125, high=229.39999389648438, low=226.3699951171875, close=228.67999267578125, volume=48076100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-10, open=229.3000030517578, high=233.0800018310547, low=229.25, close=232.97999572753906, volume=62627700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-11, open=231.38999938964844, high=232.38999938964844, low=225.77000427246094, close=227.57000732421875, volume=64710600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-12, open=228.9199981689453, high=232.63999938964844, low=228.67999267578125, close=230.5399932861328, volume=53046500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-15, open=236.47999572753906, high=237.22999572753906, low=233.08999633789062, close=234.39999389648438, volume=62631300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-16, open=235.0, high=236.27000427246094, low=232.3300018310547, close=234.82000732421875, volume=43234300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-17, open=229.4499969482422, high=231.4600067138672, low=226.63999938964844, close=228.8800048828125, volume=57345900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-18, open=230.27999877929688, high=230.44000244140625, low=222.27000427246094, close=224.17999267578125, volume=66034600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-19, open=224.82000732421875, high=226.8000030517578, low=223.27999877929688, close=224.30999755859375, volume=49151500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-22, open=227.00999450683594, high=227.77999877929688, low=223.08999633789062, close=223.9600067138672, volume=48201800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-23, open=224.3699951171875, high=226.94000244140625, low=222.67999267578125, close=225.00999450683594, volume=39960300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-24, open=224.0, high=224.8000030517578, low=217.1300048828125, close=218.5399932861328, volume=61777600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-25, open=218.92999267578125, high=220.85000610351562, low=214.6199951171875, close=217.49000549316406, volume=51391200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-26, open=218.6999969482422, high=219.49000549316406, low=216.00999450683594, close=217.9600067138672, volume=41601300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-29, open=216.9600067138672, high=219.3000030517578, low=215.75, close=218.24000549316406, volume=36311800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-30, open=219.19000244140625, high=220.3300018310547, low=216.1199951171875, close=218.8000030517578, volume=41643800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-31, open=221.44000244140625, high=223.82000732421875, low=220.6300048828125, close=222.0800018310547, volume=50036300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-01, open=224.3699951171875, high=224.47999572753906, low=217.02000427246094, close=218.36000061035156, volume=62501000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-02, open=219.14999389648438, high=225.60000610351562, low=217.7100067138672, close=219.86000061035156, volume=105568600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-05, open=199.08999633789062, high=213.5, low=196.0, close=209.27000427246094, volume=119548600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-06, open=205.3000030517578, high=209.99000549316406, low=201.07000732421875, close=207.22999572753906, volume=69660500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-07, open=206.89999389648438, high=213.63999938964844, low=206.38999938964844, close=209.82000732421875, volume=63516400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-08, open=213.11000061035156, high=214.1999969482422, low=208.8300018310547, close=213.30999755859375, volume=47161100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-09, open=212.10000610351562, high=216.77999877929688, low=211.97000122070312, close=216.24000549316406, volume=42201600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-12, open=216.07000732421875, high=219.50999450683594, low=215.60000610351562, close=217.52999877929688, volume=38028100, vwap=None, split_ratio=None, dividend=0.25),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-13, open=219.00999450683594, high=221.88999938964844, low=219.00999450683594, close=221.27000427246094, volume=44155300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-14, open=220.57000732421875, high=223.02999877929688, low=219.6999969482422, close=221.72000122070312, volume=41960600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-15, open=224.60000610351562, high=225.35000610351562, low=222.75999450683594, close=224.72000122070312, volume=46414000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-16, open=223.9199981689453, high=226.8300018310547, low=223.64999389648438, close=226.0500030517578, volume=44340200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-19, open=225.72000122070312, high=225.99000549316406, low=223.0399932861328, close=225.88999938964844, volume=40687800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-20, open=225.77000427246094, high=227.1699981689453, low=225.4499969482422, close=226.50999450683594, volume=30299000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-21, open=226.52000427246094, high=227.97999572753906, low=225.0500030517578, close=226.39999389648438, volume=34765500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-22, open=227.7899932861328, high=228.33999633789062, low=223.89999389648438, close=224.52999877929688, volume=43695300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-23, open=225.66000366210938, high=228.22000122070312, low=224.3300018310547, close=226.83999633789062, volume=38677300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-26, open=226.75999450683594, high=227.27999877929688, low=223.88999938964844, close=227.17999267578125, volume=30602200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-27, open=226.0, high=228.85000610351562, low=224.88999938964844, close=228.02999877929688, volume=35934600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-28, open=227.9199981689453, high=229.86000061035156, low=225.67999267578125, close=226.49000549316406, volume=38052200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-29, open=230.10000610351562, high=232.9199981689453, low=228.8800048828125, close=229.7899932861328, volume=51906300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-30, open=230.19000244140625, high=230.39999389648438, low=227.47999572753906, close=229.0, volume=52990800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-03, open=228.5500030517578, high=229.0, low=221.1699981689453, close=222.77000427246094, volume=50190600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-04, open=221.66000366210938, high=221.77999877929688, low=217.47999572753906, close=220.85000610351562, volume=43840200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-05, open=221.6300048828125, high=225.47999572753906, low=221.52000427246094, close=222.3800048828125, volume=36615400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-06, open=223.9499969482422, high=225.24000549316406, low=219.77000427246094, close=220.82000732421875, volume=48423000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-09, open=220.82000732421875, high=221.27000427246094, low=216.7100067138672, close=220.91000366210938, volume=67180000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-10, open=218.9199981689453, high=221.47999572753906, low=216.72999572753906, close=220.11000061035156, volume=51591000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-11, open=221.4600067138672, high=223.08999633789062, low=217.88999938964844, close=222.66000366210938, volume=44587100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-12, open=222.5, high=223.5500030517578, low=219.82000732421875, close=222.77000427246094, volume=37498200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-13, open=223.5800018310547, high=224.0399932861328, low=221.91000366210938, close=222.5, volume=36766600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-16, open=216.5399932861328, high=217.22000122070312, low=213.9199981689453, close=216.32000732421875, volume=59357400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-17, open=215.75, high=216.89999389648438, low=214.5, close=216.7899932861328, volume=45519300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-18, open=217.5500030517578, high=222.7100067138672, low=217.5399932861328, close=220.69000244140625, volume=59894900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-19, open=224.99000549316406, high=229.82000732421875, low=224.6300048828125, close=228.8699951171875, volume=66781300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-20, open=229.97000122070312, high=233.08999633789062, low=227.6199951171875, close=228.1999969482422, volume=318679900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-23, open=227.33999633789062, high=229.4499969482422, low=225.80999755859375, close=226.47000122070312, volume=54146000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-24, open=228.64999389648438, high=229.35000610351562, low=225.72999572753906, close=227.3699951171875, volume=43556100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-25, open=224.92999267578125, high=227.2899932861328, low=224.02000427246094, close=226.3699951171875, volume=42308700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-26, open=227.3000030517578, high=228.5, low=225.41000366210938, close=227.52000427246094, volume=36636700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-27, open=228.4600067138672, high=229.52000427246094, low=227.3000030517578, close=227.7899932861328, volume=34026000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-30, open=230.0399932861328, high=233.0, low=229.64999389648438, close=233.0, volume=54541900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-01, open=229.52000427246094, high=229.64999389648438, low=223.74000549316406, close=226.2100067138672, volume=63285000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-02, open=225.88999938964844, high=227.3699951171875, low=223.02000427246094, close=226.77999877929688, volume=32880600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-03, open=225.13999938964844, high=226.80999755859375, low=223.32000732421875, close=225.6699981689453, volume=34044200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-04, open=227.89999389648438, high=228.0, low=224.1300048828125, close=226.8000030517578, volume=37245100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-07, open=224.5, high=225.69000244140625, low=221.3300018310547, close=221.69000244140625, volume=39505400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-08, open=224.3000030517578, high=225.97999572753906, low=223.25, close=225.77000427246094, volume=31855700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-09, open=225.22999572753906, high=229.75, low=224.8300018310547, close=229.5399932861328, volume=33591100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-10, open=227.77999877929688, high=229.5, low=227.1699981689453, close=229.0399932861328, volume=28183500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-11, open=229.3000030517578, high=229.41000366210938, low=227.33999633789062, close=227.5500030517578, volume=31759200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-14, open=228.6999969482422, high=231.72999572753906, low=228.60000610351562, close=231.3000030517578, volume=39882100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-15, open=233.61000061035156, high=237.49000549316406, low=232.3699951171875, close=233.85000610351562, volume=64751400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-16, open=231.60000610351562, high=232.1199951171875, low=229.83999633789062, close=231.77999877929688, volume=34082200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-17, open=233.42999267578125, high=233.85000610351562, low=230.52000427246094, close=232.14999389648438, volume=32993800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-18, open=236.17999267578125, high=236.17999267578125, low=234.00999450683594, close=235.0, volume=46431500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-21, open=234.4499969482422, high=236.85000610351562, low=234.4499969482422, close=236.47999572753906, volume=36254500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-22, open=233.88999938964844, high=236.22000122070312, low=232.60000610351562, close=235.86000061035156, volume=38846600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-23, open=234.0800018310547, high=235.13999938964844, low=227.75999450683594, close=230.75999450683594, volume=52287000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-24, open=229.97999572753906, high=230.82000732421875, low=228.41000366210938, close=230.57000732421875, volume=31109500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-25, open=229.74000549316406, high=233.22000122070312, low=229.57000732421875, close=231.41000366210938, volume=38802300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-28, open=233.32000732421875, high=234.72999572753906, low=232.5500030517578, close=233.39999389648438, volume=36087100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-29, open=233.10000610351562, high=234.3300018310547, low=232.32000732421875, close=233.6699981689453, volume=35417200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-30, open=232.61000061035156, high=233.47000122070312, low=229.5500030517578, close=230.10000610351562, volume=47070900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-31, open=229.33999633789062, high=229.8300018310547, low=225.3699951171875, close=225.91000366210938, volume=64370100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-01, open=220.97000122070312, high=225.35000610351562, low=220.27000427246094, close=222.91000366210938, volume=65276700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-04, open=220.99000549316406, high=222.7899932861328, low=219.7100067138672, close=222.00999450683594, volume=44944500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-05, open=221.8000030517578, high=223.9499969482422, low=221.13999938964844, close=223.4499969482422, volume=28111300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-06, open=222.61000061035156, high=226.07000732421875, low=221.19000244140625, close=222.72000122070312, volume=54561100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-07, open=224.6300048828125, high=227.8800048828125, low=224.57000732421875, close=227.47999572753906, volume=42137700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-08, open=227.1699981689453, high=228.66000366210938, low=226.41000366210938, close=226.9600067138672, volume=38328800, vwap=None, split_ratio=None, dividend=0.25),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-11, open=225.0, high=225.6999969482422, low=221.5, close=224.22999572753906, volume=42005600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-12, open=224.5500030517578, high=225.58999633789062, low=223.36000061035156, close=224.22999572753906, volume=40398300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-13, open=224.00999450683594, high=226.64999389648438, low=222.75999450683594, close=225.1199951171875, volume=48566200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-14, open=225.02000427246094, high=228.8699951171875, low=225.0, close=228.22000122070312, volume=44923900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-15, open=226.39999389648438, high=226.9199981689453, low=224.27000427246094, close=225.0, volume=47923700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-18, open=225.25, high=229.74000549316406, low=225.1699981689453, close=228.02000427246094, volume=44686000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-19, open=226.97999572753906, high=230.16000366210938, low=226.66000366210938, close=228.27999877929688, volume=36211800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-20, open=228.05999755859375, high=229.92999267578125, low=225.88999938964844, close=229.0, volume=35169600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-21, open=228.8800048828125, high=230.16000366210938, low=225.7100067138672, close=228.52000427246094, volume=42108300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-22, open=228.05999755859375, high=230.72000122070312, low=228.05999755859375, close=229.8699951171875, volume=38168300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-25, open=231.4600067138672, high=233.25, low=229.74000549316406, close=232.8699951171875, volume=90152800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-26, open=233.3300018310547, high=235.57000732421875, low=233.3300018310547, close=235.05999755859375, volume=45986200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-27, open=234.47000122070312, high=235.69000244140625, low=233.80999755859375, close=234.92999267578125, volume=33498400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-29, open=234.80999755859375, high=237.80999755859375, low=233.97000122070312, close=237.3300018310547, volume=28481400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-02, open=237.27000427246094, high=240.7899932861328, low=237.16000366210938, close=239.58999633789062, volume=48137100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-03, open=239.80999755859375, high=242.75999450683594, low=238.89999389648438, close=242.64999389648438, volume=38861000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-04, open=242.8699951171875, high=244.11000061035156, low=241.25, close=243.00999450683594, volume=44383900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-05, open=243.99000549316406, high=244.5399932861328, low=242.1300048828125, close=243.0399932861328, volume=40033900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-06, open=242.91000366210938, high=244.6300048828125, low=242.0800018310547, close=242.83999633789062, volume=36870600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-09, open=241.8300018310547, high=247.24000549316406, low=241.75, close=246.75, volume=44649200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-10, open=246.88999938964844, high=248.2100067138672, low=245.33999633789062, close=247.77000427246094, volume=36914800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-11, open=247.9600067138672, high=250.8000030517578, low=246.25999450683594, close=246.49000549316406, volume=45205800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-12, open=246.88999938964844, high=248.74000549316406, low=245.67999267578125, close=247.9600067138672, volume=32777500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-13, open=247.82000732421875, high=249.2899932861328, low=246.24000549316406, close=248.1300048828125, volume=33155300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-16, open=247.99000549316406, high=251.3800048828125, low=247.64999389648438, close=251.0399932861328, volume=51694800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-17, open=250.0800018310547, high=253.8300018310547, low=249.77999877929688, close=253.47999572753906, volume=51356400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-18, open=252.16000366210938, high=254.27999877929688, low=247.74000549316406, close=248.0500030517578, volume=56774100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-19, open=247.5, high=252.0, low=247.08999633789062, close=249.7899932861328, volume=60882300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-20, open=248.0399932861328, high=255.0, low=245.69000244140625, close=254.49000549316406, volume=147495300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-23, open=254.77000427246094, high=255.64999389648438, low=253.4499969482422, close=255.27000427246094, volume=40858800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-24, open=255.49000549316406, high=258.2099914550781, low=255.2899932861328, close=258.20001220703125, volume=23234700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-26, open=258.19000244140625, high=260.1000061035156, low=257.6300048828125, close=259.0199890136719, volume=27237100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-27, open=257.8299865722656, high=258.70001220703125, low=253.05999755859375, close=255.58999633789062, volume=42355300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-30, open=252.22999572753906, high=253.5, low=250.75, close=252.1999969482422, volume=35557500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-31, open=252.44000244140625, high=253.27999877929688, low=249.42999267578125, close=250.4199981689453, volume=39480700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-02, open=248.92999267578125, high=249.10000610351562, low=241.82000732421875, close=243.85000610351562, volume=55740700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-03, open=243.36000061035156, high=244.17999267578125, low=241.88999938964844, close=243.36000061035156, volume=40244100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-06, open=244.30999755859375, high=247.3300018310547, low=243.1999969482422, close=245.0, volume=45045600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-07, open=242.97999572753906, high=245.5500030517578, low=241.35000610351562, close=242.2100067138672, volume=40856000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-08, open=241.9199981689453, high=243.7100067138672, low=240.0500030517578, close=242.6999969482422, volume=37628900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-10, open=240.00999450683594, high=240.16000366210938, low=233.0, close=236.85000610351562, volume=61710900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-13, open=233.52999877929688, high=234.6699981689453, low=229.72000122070312, close=234.39999389648438, volume=49630700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-14, open=234.75, high=236.1199951171875, low=232.47000122070312, close=233.27999877929688, volume=39435300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-15, open=234.63999938964844, high=238.9600067138672, low=234.42999267578125, close=237.8699951171875, volume=39832000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-16, open=237.35000610351562, high=238.00999450683594, low=228.02999877929688, close=228.25999450683594, volume=71759100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-17, open=232.1199951171875, high=232.2899932861328, low=228.47999572753906, close=229.97999572753906, volume=68488300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-21, open=224.0, high=224.4199981689453, low=219.3800048828125, close=222.63999938964844, volume=98070400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-22, open=219.7899932861328, high=224.1199951171875, low=219.7899932861328, close=223.8300018310547, volume=64126500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-23, open=224.74000549316406, high=227.02999877929688, low=222.3000030517578, close=223.66000366210938, volume=60234800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-24, open=224.77999877929688, high=225.6300048828125, low=221.41000366210938, close=222.77999877929688, volume=54697900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-27, open=224.02000427246094, high=232.14999389648438, low=223.97999572753906, close=229.86000061035156, volume=94863400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-28, open=230.85000610351562, high=240.19000244140625, low=230.80999755859375, close=238.25999450683594, volume=75707600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-29, open=234.1199951171875, high=239.86000061035156, low=234.00999450683594, close=239.36000061035156, volume=45486100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-30, open=238.6699981689453, high=240.7899932861328, low=237.2100067138672, close=237.58999633789062, volume=55658300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-31, open=247.19000244140625, high=247.19000244140625, low=233.44000244140625, close=236.0, volume=101075100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-03, open=229.99000549316406, high=231.8300018310547, low=225.6999969482422, close=228.00999450683594, volume=73063300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-04, open=227.25, high=233.1300048828125, low=226.64999389648438, close=232.8000030517578, volume=45067300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-05, open=228.52999877929688, high=232.6699981689453, low=228.27000427246094, close=232.47000122070312, volume=39620300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-06, open=231.2899932861328, high=233.8000030517578, low=230.42999267578125, close=233.22000122070312, volume=29925300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-07, open=232.60000610351562, high=234.0, low=227.25999450683594, close=227.6300048828125, volume=39707200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-10, open=229.57000732421875, high=230.58999633789062, low=227.1999969482422, close=227.64999389648438, volume=33115600, vwap=None, split_ratio=None, dividend=0.25),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-11, open=228.1999969482422, high=235.22999572753906, low=228.1300048828125, close=232.6199951171875, volume=53718400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-12, open=231.1999969482422, high=236.9600067138672, low=230.67999267578125, close=236.8699951171875, volume=45243300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-13, open=236.91000366210938, high=242.33999633789062, low=235.57000732421875, close=241.52999877929688, volume=53614100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-14, open=241.07000732421875, high=245.41000366210938, low=241.0, close=244.60000610351562, volume=40145605, vwap=None, split_ratio=None, dividend=0.0)]"
|
||||
]
|
||||
},
|
||||
"execution_count": 3,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"execution_count": 3
|
||||
},
|
||||
{
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
|
||||
347
notebooks/interviewqs_sample.ipynb
Normal file
347
notebooks/interviewqs_sample.ipynb
Normal file
File diff suppressed because one or more lines are too long
60
notebooks/poetry.lock
generated
60
notebooks/poetry.lock
generated
@ -4407,6 +4407,64 @@ files = [
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||||
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||||
]
|
||||
|
||||
[[package]]
|
||||
name = "scipy"
|
||||
version = "1.15.1"
|
||||
description = "Fundamental algorithms for scientific computing in Python"
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||||
optional = false
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||||
python-versions = ">=3.10"
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||||
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||||
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|
||||
{file = "scipy-1.15.1.tar.gz", hash = "sha256:033a75ddad1463970c96a88063a1df87ccfddd526437136b6ee81ff0312ebdf6"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
numpy = ">=1.23.5,<2.5"
|
||||
|
||||
[package.extras]
|
||||
dev = ["cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy (==1.10.0)", "pycodestyle", "pydevtool", "rich-click", "ruff (>=0.0.292)", "types-psutil", "typing_extensions"]
|
||||
doc = ["intersphinx_registry", "jupyterlite-pyodide-kernel", "jupyterlite-sphinx (>=0.16.5)", "jupytext", "matplotlib (>=3.5)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (>=0.15.2)", "sphinx (>=5.0.0,<8.0.0)", "sphinx-copybutton", "sphinx-design (>=0.4.0)"]
|
||||
test = ["Cython", "array-api-strict (>=2.0,<2.1.1)", "asv", "gmpy2", "hypothesis (>=6.30)", "meson", "mpmath", "ninja", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
|
||||
|
||||
[[package]]
|
||||
name = "seaborn"
|
||||
version = "0.13.2"
|
||||
@ -5099,4 +5157,4 @@ type = ["pytest-mypy"]
|
||||
[metadata]
|
||||
lock-version = "2.1"
|
||||
python-versions = ">=3.12,<3.13"
|
||||
content-hash = "141638bd974084b279bca0180eabb9e302c8a86950888cff5c86f6e836d2ad8f"
|
||||
content-hash = "8f3d8471de06448097c2678bf99ee2aad406c3d2989908e4ed975ae6cd3c6b35"
|
||||
|
||||
@ -11,7 +11,8 @@ dependencies = [
|
||||
"yfinance (>=0.2.52,<0.3.0)",
|
||||
"pandas (>=2.2.3,<3.0.0)",
|
||||
"numpy (>=2.2.3,<3.0.0)",
|
||||
"maturin (>=1.8.2,<2.0.0)"
|
||||
"maturin (>=1.8.2,<2.0.0)",
|
||||
"scipy (>=1.15.1,<2.0.0)"
|
||||
]
|
||||
|
||||
[tool.poetry]
|
||||
|
||||
@ -31,281 +31,6 @@
|
||||
"outputs": [],
|
||||
"execution_count": 2
|
||||
},
|
||||
{
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
"end_time": "2025-02-14T22:51:48.967198Z",
|
||||
"start_time": "2025-02-14T22:51:48.949948Z"
|
||||
}
|
||||
},
|
||||
"cell_type": "code",
|
||||
"source": "aapl.results",
|
||||
"id": "ba361e8697a2e425",
|
||||
"outputs": [
|
||||
{
|
||||
"data": {
|
||||
"text/plain": [
|
||||
"[YFinanceEquityHistoricalData(date=2024-02-14, open=185.32000732421875, high=185.52999877929688, low=182.44000244140625, close=184.14999389648438, volume=54630500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-02-15, open=183.5500030517578, high=184.49000549316406, low=181.35000610351562, close=183.86000061035156, volume=65434500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-02-16, open=183.4199981689453, high=184.85000610351562, low=181.6699981689453, close=182.30999755859375, volume=49701400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-02-20, open=181.7899932861328, high=182.42999267578125, low=180.0, close=181.55999755859375, volume=53665600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-02-21, open=181.94000244140625, high=182.88999938964844, low=180.66000366210938, close=182.32000732421875, volume=41529700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-02-22, open=183.47999572753906, high=184.9600067138672, low=182.4600067138672, close=184.3699951171875, volume=52292200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-02-23, open=185.00999450683594, high=185.0399932861328, low=182.22999572753906, close=182.52000427246094, volume=45119700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-02-26, open=182.24000549316406, high=182.75999450683594, low=180.64999389648438, close=181.16000366210938, volume=40867400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
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|
||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
" YFinanceEquityHistoricalData(date=2024-03-08, open=169.0, high=173.6999969482422, low=168.94000244140625, close=170.72999572753906, volume=76114600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
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|
||||
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|
||||
" YFinanceEquityHistoricalData(date=2024-03-13, open=172.77000427246094, high=173.19000244140625, low=170.75999450683594, close=171.1300048828125, volume=52488700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-03-14, open=172.91000366210938, high=174.30999755859375, low=172.0500030517578, close=173.0, volume=72913500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-03-15, open=171.1699981689453, high=172.6199951171875, low=170.2899932861328, close=172.6199951171875, volume=121664700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-03-18, open=175.57000732421875, high=177.7100067138672, low=173.52000427246094, close=173.72000122070312, volume=75604200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-03-19, open=174.33999633789062, high=176.61000061035156, low=173.02999877929688, close=176.0800018310547, volume=55215200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-03-20, open=175.72000122070312, high=178.6699981689453, low=175.08999633789062, close=178.6699981689453, volume=53423100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-03-21, open=177.0500030517578, high=177.49000549316406, low=170.83999633789062, close=171.3699951171875, volume=106181300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-03-22, open=171.75999450683594, high=173.0500030517578, low=170.05999755859375, close=172.27999877929688, volume=71106600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-03-25, open=170.57000732421875, high=171.94000244140625, low=169.4499969482422, close=170.85000610351562, volume=54288300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-03-26, open=170.0, high=171.4199981689453, low=169.5800018310547, close=169.7100067138672, volume=57388400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-03-27, open=170.41000366210938, high=173.60000610351562, low=170.11000061035156, close=173.30999755859375, volume=60273300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
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|
||||
" YFinanceEquityHistoricalData(date=2024-04-01, open=171.19000244140625, high=171.25, low=169.47999572753906, close=170.02999877929688, volume=46240500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-02, open=169.0800018310547, high=169.33999633789062, low=168.22999572753906, close=168.83999633789062, volume=49329500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-03, open=168.7899932861328, high=170.67999267578125, low=168.5800018310547, close=169.64999389648438, volume=47691700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-04, open=170.2899932861328, high=171.9199981689453, low=168.82000732421875, close=168.82000732421875, volume=53704400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-05, open=169.58999633789062, high=170.38999938964844, low=168.9499969482422, close=169.5800018310547, volume=42055200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-08, open=169.02999877929688, high=169.1999969482422, low=168.24000549316406, close=168.4499969482422, volume=37425500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-09, open=168.6999969482422, high=170.0800018310547, low=168.35000610351562, close=169.6699981689453, volume=42451200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
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|
||||
" YFinanceEquityHistoricalData(date=2024-04-11, open=168.33999633789062, high=175.4600067138672, low=168.16000366210938, close=175.0399932861328, volume=91070300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
" YFinanceEquityHistoricalData(date=2024-04-19, open=166.2100067138672, high=166.39999389648438, low=164.0800018310547, close=165.0, volume=67772100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-22, open=165.52000427246094, high=167.25999450683594, low=164.77000427246094, close=165.83999633789062, volume=48116400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-23, open=165.35000610351562, high=167.0500030517578, low=164.9199981689453, close=166.89999389648438, volume=49537800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-24, open=166.5399932861328, high=169.3000030517578, low=166.2100067138672, close=169.02000427246094, volume=48251800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-25, open=169.52999877929688, high=170.61000061035156, low=168.14999389648438, close=169.88999938964844, volume=50558300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-26, open=169.8800048828125, high=171.33999633789062, low=169.17999267578125, close=169.3000030517578, volume=44838400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-29, open=173.3699951171875, high=176.02999877929688, low=173.10000610351562, close=173.5, volume=68169400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-04-30, open=173.3300018310547, high=174.99000549316406, low=170.0, close=170.3300018310547, volume=65934800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-01, open=169.5800018310547, high=172.7100067138672, low=169.11000061035156, close=169.3000030517578, volume=50383100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-02, open=172.50999450683594, high=173.4199981689453, low=170.88999938964844, close=173.02999877929688, volume=94214900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-03, open=186.64999389648438, high=187.0, low=182.66000366210938, close=183.3800048828125, volume=163224100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-06, open=182.35000610351562, high=184.1999969482422, low=180.4199981689453, close=181.7100067138672, volume=78569700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-07, open=183.4499969482422, high=184.89999389648438, low=181.32000732421875, close=182.39999389648438, volume=77305800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-08, open=182.85000610351562, high=183.07000732421875, low=181.4499969482422, close=182.74000549316406, volume=45057100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-09, open=182.55999755859375, high=184.66000366210938, low=182.11000061035156, close=184.57000732421875, volume=48983000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-10, open=184.89999389648438, high=185.08999633789062, low=182.1300048828125, close=183.0500030517578, volume=50759500, vwap=None, split_ratio=None, dividend=0.25),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-13, open=185.44000244140625, high=187.10000610351562, low=184.6199951171875, close=186.27999877929688, volume=72044800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-14, open=187.50999450683594, high=188.3000030517578, low=186.2899932861328, close=187.42999267578125, volume=52393600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-15, open=187.91000366210938, high=190.64999389648438, low=187.3699951171875, close=189.72000122070312, volume=70400000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-16, open=190.47000122070312, high=191.10000610351562, low=189.66000366210938, close=189.83999633789062, volume=52845200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-17, open=189.50999450683594, high=190.80999755859375, low=189.17999267578125, close=189.8699951171875, volume=41282900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-20, open=189.3300018310547, high=191.9199981689453, low=189.00999450683594, close=191.0399932861328, volume=44361300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-21, open=191.08999633789062, high=192.72999572753906, low=190.9199981689453, close=192.35000610351562, volume=42309400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-22, open=192.27000427246094, high=192.82000732421875, low=190.27000427246094, close=190.89999389648438, volume=34648500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-23, open=190.97999572753906, high=191.0, low=186.6300048828125, close=186.8800048828125, volume=51005900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-24, open=188.82000732421875, high=190.5800018310547, low=188.0399932861328, close=189.97999572753906, volume=36294600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-28, open=191.50999450683594, high=193.0, low=189.10000610351562, close=189.99000549316406, volume=52280100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-29, open=189.61000061035156, high=192.25, low=189.50999450683594, close=190.2899932861328, volume=53068000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-30, open=190.75999450683594, high=192.17999267578125, low=190.6300048828125, close=191.2899932861328, volume=49947900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-05-31, open=191.44000244140625, high=192.57000732421875, low=189.91000366210938, close=192.25, volume=75158300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-03, open=192.89999389648438, high=194.99000549316406, low=192.52000427246094, close=194.02999877929688, volume=50080500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-04, open=194.63999938964844, high=195.32000732421875, low=193.02999877929688, close=194.35000610351562, volume=47471400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-05, open=195.39999389648438, high=196.89999389648438, low=194.8699951171875, close=195.8699951171875, volume=54156800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-06, open=195.69000244140625, high=196.5, low=194.1699981689453, close=194.47999572753906, volume=41181800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-07, open=194.64999389648438, high=196.94000244140625, low=194.13999938964844, close=196.88999938964844, volume=53103900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-10, open=196.89999389648438, high=197.3000030517578, low=192.14999389648438, close=193.1199951171875, volume=97262100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-11, open=193.64999389648438, high=207.16000366210938, low=193.6300048828125, close=207.14999389648438, volume=172373300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-12, open=207.3699951171875, high=220.1999969482422, low=206.89999389648438, close=213.07000732421875, volume=198134300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-13, open=214.74000549316406, high=216.75, low=211.60000610351562, close=214.24000549316406, volume=97862700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-14, open=213.85000610351562, high=215.1699981689453, low=211.3000030517578, close=212.49000549316406, volume=70122700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-17, open=213.3699951171875, high=218.9499969482422, low=212.72000122070312, close=216.6699981689453, volume=93728300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-18, open=217.58999633789062, high=218.6300048828125, low=213.0, close=214.2899932861328, volume=79943300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-20, open=213.92999267578125, high=214.24000549316406, low=208.85000610351562, close=209.67999267578125, volume=86172500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-21, open=210.38999938964844, high=211.88999938964844, low=207.11000061035156, close=207.49000549316406, volume=246421400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-24, open=207.72000122070312, high=212.6999969482422, low=206.58999633789062, close=208.13999938964844, volume=80727000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-25, open=209.14999389648438, high=211.3800048828125, low=208.61000061035156, close=209.07000732421875, volume=56713900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-26, open=211.5, high=214.86000061035156, low=210.63999938964844, close=213.25, volume=66213200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-27, open=214.69000244140625, high=215.74000549316406, low=212.35000610351562, close=214.10000610351562, volume=49772700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-06-28, open=215.77000427246094, high=216.07000732421875, low=210.3000030517578, close=210.6199951171875, volume=82542700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-01, open=212.08999633789062, high=217.50999450683594, low=211.9199981689453, close=216.75, volume=60402900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-02, open=216.14999389648438, high=220.3800048828125, low=215.10000610351562, close=220.27000427246094, volume=58046200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-03, open=220.0, high=221.5500030517578, low=219.02999877929688, close=221.5500030517578, volume=37369800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-05, open=221.64999389648438, high=226.4499969482422, low=221.64999389648438, close=226.33999633789062, volume=60412400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-08, open=227.08999633789062, high=227.85000610351562, low=223.25, close=227.82000732421875, volume=59085900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-09, open=227.92999267578125, high=229.39999389648438, low=226.3699951171875, close=228.67999267578125, volume=48076100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-10, open=229.3000030517578, high=233.0800018310547, low=229.25, close=232.97999572753906, volume=62627700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-11, open=231.38999938964844, high=232.38999938964844, low=225.77000427246094, close=227.57000732421875, volume=64710600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-12, open=228.9199981689453, high=232.63999938964844, low=228.67999267578125, close=230.5399932861328, volume=53046500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-15, open=236.47999572753906, high=237.22999572753906, low=233.08999633789062, close=234.39999389648438, volume=62631300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-16, open=235.0, high=236.27000427246094, low=232.3300018310547, close=234.82000732421875, volume=43234300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-17, open=229.4499969482422, high=231.4600067138672, low=226.63999938964844, close=228.8800048828125, volume=57345900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-18, open=230.27999877929688, high=230.44000244140625, low=222.27000427246094, close=224.17999267578125, volume=66034600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-19, open=224.82000732421875, high=226.8000030517578, low=223.27999877929688, close=224.30999755859375, volume=49151500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-22, open=227.00999450683594, high=227.77999877929688, low=223.08999633789062, close=223.9600067138672, volume=48201800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-23, open=224.3699951171875, high=226.94000244140625, low=222.67999267578125, close=225.00999450683594, volume=39960300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-24, open=224.0, high=224.8000030517578, low=217.1300048828125, close=218.5399932861328, volume=61777600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-25, open=218.92999267578125, high=220.85000610351562, low=214.6199951171875, close=217.49000549316406, volume=51391200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-26, open=218.6999969482422, high=219.49000549316406, low=216.00999450683594, close=217.9600067138672, volume=41601300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-29, open=216.9600067138672, high=219.3000030517578, low=215.75, close=218.24000549316406, volume=36311800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-30, open=219.19000244140625, high=220.3300018310547, low=216.1199951171875, close=218.8000030517578, volume=41643800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-07-31, open=221.44000244140625, high=223.82000732421875, low=220.6300048828125, close=222.0800018310547, volume=50036300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-01, open=224.3699951171875, high=224.47999572753906, low=217.02000427246094, close=218.36000061035156, volume=62501000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-02, open=219.14999389648438, high=225.60000610351562, low=217.7100067138672, close=219.86000061035156, volume=105568600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-05, open=199.08999633789062, high=213.5, low=196.0, close=209.27000427246094, volume=119548600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-06, open=205.3000030517578, high=209.99000549316406, low=201.07000732421875, close=207.22999572753906, volume=69660500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-07, open=206.89999389648438, high=213.63999938964844, low=206.38999938964844, close=209.82000732421875, volume=63516400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-08, open=213.11000061035156, high=214.1999969482422, low=208.8300018310547, close=213.30999755859375, volume=47161100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-09, open=212.10000610351562, high=216.77999877929688, low=211.97000122070312, close=216.24000549316406, volume=42201600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-12, open=216.07000732421875, high=219.50999450683594, low=215.60000610351562, close=217.52999877929688, volume=38028100, vwap=None, split_ratio=None, dividend=0.25),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-13, open=219.00999450683594, high=221.88999938964844, low=219.00999450683594, close=221.27000427246094, volume=44155300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-14, open=220.57000732421875, high=223.02999877929688, low=219.6999969482422, close=221.72000122070312, volume=41960600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-15, open=224.60000610351562, high=225.35000610351562, low=222.75999450683594, close=224.72000122070312, volume=46414000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-16, open=223.9199981689453, high=226.8300018310547, low=223.64999389648438, close=226.0500030517578, volume=44340200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-19, open=225.72000122070312, high=225.99000549316406, low=223.0399932861328, close=225.88999938964844, volume=40687800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-20, open=225.77000427246094, high=227.1699981689453, low=225.4499969482422, close=226.50999450683594, volume=30299000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-21, open=226.52000427246094, high=227.97999572753906, low=225.0500030517578, close=226.39999389648438, volume=34765500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-22, open=227.7899932861328, high=228.33999633789062, low=223.89999389648438, close=224.52999877929688, volume=43695300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-23, open=225.66000366210938, high=228.22000122070312, low=224.3300018310547, close=226.83999633789062, volume=38677300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-26, open=226.75999450683594, high=227.27999877929688, low=223.88999938964844, close=227.17999267578125, volume=30602200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-27, open=226.0, high=228.85000610351562, low=224.88999938964844, close=228.02999877929688, volume=35934600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-28, open=227.9199981689453, high=229.86000061035156, low=225.67999267578125, close=226.49000549316406, volume=38052200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-29, open=230.10000610351562, high=232.9199981689453, low=228.8800048828125, close=229.7899932861328, volume=51906300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-08-30, open=230.19000244140625, high=230.39999389648438, low=227.47999572753906, close=229.0, volume=52990800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-03, open=228.5500030517578, high=229.0, low=221.1699981689453, close=222.77000427246094, volume=50190600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-04, open=221.66000366210938, high=221.77999877929688, low=217.47999572753906, close=220.85000610351562, volume=43840200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-05, open=221.6300048828125, high=225.47999572753906, low=221.52000427246094, close=222.3800048828125, volume=36615400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-06, open=223.9499969482422, high=225.24000549316406, low=219.77000427246094, close=220.82000732421875, volume=48423000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-09, open=220.82000732421875, high=221.27000427246094, low=216.7100067138672, close=220.91000366210938, volume=67180000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-10, open=218.9199981689453, high=221.47999572753906, low=216.72999572753906, close=220.11000061035156, volume=51591000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-11, open=221.4600067138672, high=223.08999633789062, low=217.88999938964844, close=222.66000366210938, volume=44587100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-12, open=222.5, high=223.5500030517578, low=219.82000732421875, close=222.77000427246094, volume=37498200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-13, open=223.5800018310547, high=224.0399932861328, low=221.91000366210938, close=222.5, volume=36766600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-16, open=216.5399932861328, high=217.22000122070312, low=213.9199981689453, close=216.32000732421875, volume=59357400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-17, open=215.75, high=216.89999389648438, low=214.5, close=216.7899932861328, volume=45519300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-18, open=217.5500030517578, high=222.7100067138672, low=217.5399932861328, close=220.69000244140625, volume=59894900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-19, open=224.99000549316406, high=229.82000732421875, low=224.6300048828125, close=228.8699951171875, volume=66781300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-20, open=229.97000122070312, high=233.08999633789062, low=227.6199951171875, close=228.1999969482422, volume=318679900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-23, open=227.33999633789062, high=229.4499969482422, low=225.80999755859375, close=226.47000122070312, volume=54146000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-24, open=228.64999389648438, high=229.35000610351562, low=225.72999572753906, close=227.3699951171875, volume=43556100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-25, open=224.92999267578125, high=227.2899932861328, low=224.02000427246094, close=226.3699951171875, volume=42308700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-26, open=227.3000030517578, high=228.5, low=225.41000366210938, close=227.52000427246094, volume=36636700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-27, open=228.4600067138672, high=229.52000427246094, low=227.3000030517578, close=227.7899932861328, volume=34026000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-09-30, open=230.0399932861328, high=233.0, low=229.64999389648438, close=233.0, volume=54541900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-01, open=229.52000427246094, high=229.64999389648438, low=223.74000549316406, close=226.2100067138672, volume=63285000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-02, open=225.88999938964844, high=227.3699951171875, low=223.02000427246094, close=226.77999877929688, volume=32880600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-03, open=225.13999938964844, high=226.80999755859375, low=223.32000732421875, close=225.6699981689453, volume=34044200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-04, open=227.89999389648438, high=228.0, low=224.1300048828125, close=226.8000030517578, volume=37245100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-07, open=224.5, high=225.69000244140625, low=221.3300018310547, close=221.69000244140625, volume=39505400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-08, open=224.3000030517578, high=225.97999572753906, low=223.25, close=225.77000427246094, volume=31855700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-09, open=225.22999572753906, high=229.75, low=224.8300018310547, close=229.5399932861328, volume=33591100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-10, open=227.77999877929688, high=229.5, low=227.1699981689453, close=229.0399932861328, volume=28183500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-11, open=229.3000030517578, high=229.41000366210938, low=227.33999633789062, close=227.5500030517578, volume=31759200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-14, open=228.6999969482422, high=231.72999572753906, low=228.60000610351562, close=231.3000030517578, volume=39882100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-15, open=233.61000061035156, high=237.49000549316406, low=232.3699951171875, close=233.85000610351562, volume=64751400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-16, open=231.60000610351562, high=232.1199951171875, low=229.83999633789062, close=231.77999877929688, volume=34082200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-17, open=233.42999267578125, high=233.85000610351562, low=230.52000427246094, close=232.14999389648438, volume=32993800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-18, open=236.17999267578125, high=236.17999267578125, low=234.00999450683594, close=235.0, volume=46431500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-21, open=234.4499969482422, high=236.85000610351562, low=234.4499969482422, close=236.47999572753906, volume=36254500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-22, open=233.88999938964844, high=236.22000122070312, low=232.60000610351562, close=235.86000061035156, volume=38846600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-23, open=234.0800018310547, high=235.13999938964844, low=227.75999450683594, close=230.75999450683594, volume=52287000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-24, open=229.97999572753906, high=230.82000732421875, low=228.41000366210938, close=230.57000732421875, volume=31109500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-25, open=229.74000549316406, high=233.22000122070312, low=229.57000732421875, close=231.41000366210938, volume=38802300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-28, open=233.32000732421875, high=234.72999572753906, low=232.5500030517578, close=233.39999389648438, volume=36087100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-29, open=233.10000610351562, high=234.3300018310547, low=232.32000732421875, close=233.6699981689453, volume=35417200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-30, open=232.61000061035156, high=233.47000122070312, low=229.5500030517578, close=230.10000610351562, volume=47070900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-10-31, open=229.33999633789062, high=229.8300018310547, low=225.3699951171875, close=225.91000366210938, volume=64370100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-01, open=220.97000122070312, high=225.35000610351562, low=220.27000427246094, close=222.91000366210938, volume=65276700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-04, open=220.99000549316406, high=222.7899932861328, low=219.7100067138672, close=222.00999450683594, volume=44944500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-05, open=221.8000030517578, high=223.9499969482422, low=221.13999938964844, close=223.4499969482422, volume=28111300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-06, open=222.61000061035156, high=226.07000732421875, low=221.19000244140625, close=222.72000122070312, volume=54561100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-07, open=224.6300048828125, high=227.8800048828125, low=224.57000732421875, close=227.47999572753906, volume=42137700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-08, open=227.1699981689453, high=228.66000366210938, low=226.41000366210938, close=226.9600067138672, volume=38328800, vwap=None, split_ratio=None, dividend=0.25),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-11, open=225.0, high=225.6999969482422, low=221.5, close=224.22999572753906, volume=42005600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-12, open=224.5500030517578, high=225.58999633789062, low=223.36000061035156, close=224.22999572753906, volume=40398300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-13, open=224.00999450683594, high=226.64999389648438, low=222.75999450683594, close=225.1199951171875, volume=48566200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-14, open=225.02000427246094, high=228.8699951171875, low=225.0, close=228.22000122070312, volume=44923900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-15, open=226.39999389648438, high=226.9199981689453, low=224.27000427246094, close=225.0, volume=47923700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-18, open=225.25, high=229.74000549316406, low=225.1699981689453, close=228.02000427246094, volume=44686000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-19, open=226.97999572753906, high=230.16000366210938, low=226.66000366210938, close=228.27999877929688, volume=36211800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-20, open=228.05999755859375, high=229.92999267578125, low=225.88999938964844, close=229.0, volume=35169600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-21, open=228.8800048828125, high=230.16000366210938, low=225.7100067138672, close=228.52000427246094, volume=42108300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-22, open=228.05999755859375, high=230.72000122070312, low=228.05999755859375, close=229.8699951171875, volume=38168300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-25, open=231.4600067138672, high=233.25, low=229.74000549316406, close=232.8699951171875, volume=90152800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-26, open=233.3300018310547, high=235.57000732421875, low=233.3300018310547, close=235.05999755859375, volume=45986200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-27, open=234.47000122070312, high=235.69000244140625, low=233.80999755859375, close=234.92999267578125, volume=33498400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-11-29, open=234.80999755859375, high=237.80999755859375, low=233.97000122070312, close=237.3300018310547, volume=28481400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-02, open=237.27000427246094, high=240.7899932861328, low=237.16000366210938, close=239.58999633789062, volume=48137100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-03, open=239.80999755859375, high=242.75999450683594, low=238.89999389648438, close=242.64999389648438, volume=38861000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-04, open=242.8699951171875, high=244.11000061035156, low=241.25, close=243.00999450683594, volume=44383900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-05, open=243.99000549316406, high=244.5399932861328, low=242.1300048828125, close=243.0399932861328, volume=40033900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-06, open=242.91000366210938, high=244.6300048828125, low=242.0800018310547, close=242.83999633789062, volume=36870600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-09, open=241.8300018310547, high=247.24000549316406, low=241.75, close=246.75, volume=44649200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-10, open=246.88999938964844, high=248.2100067138672, low=245.33999633789062, close=247.77000427246094, volume=36914800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-11, open=247.9600067138672, high=250.8000030517578, low=246.25999450683594, close=246.49000549316406, volume=45205800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-12, open=246.88999938964844, high=248.74000549316406, low=245.67999267578125, close=247.9600067138672, volume=32777500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-13, open=247.82000732421875, high=249.2899932861328, low=246.24000549316406, close=248.1300048828125, volume=33155300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-16, open=247.99000549316406, high=251.3800048828125, low=247.64999389648438, close=251.0399932861328, volume=51694800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-17, open=250.0800018310547, high=253.8300018310547, low=249.77999877929688, close=253.47999572753906, volume=51356400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-18, open=252.16000366210938, high=254.27999877929688, low=247.74000549316406, close=248.0500030517578, volume=56774100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-19, open=247.5, high=252.0, low=247.08999633789062, close=249.7899932861328, volume=60882300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-20, open=248.0399932861328, high=255.0, low=245.69000244140625, close=254.49000549316406, volume=147495300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-23, open=254.77000427246094, high=255.64999389648438, low=253.4499969482422, close=255.27000427246094, volume=40858800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-24, open=255.49000549316406, high=258.2099914550781, low=255.2899932861328, close=258.20001220703125, volume=23234700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-26, open=258.19000244140625, high=260.1000061035156, low=257.6300048828125, close=259.0199890136719, volume=27237100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-27, open=257.8299865722656, high=258.70001220703125, low=253.05999755859375, close=255.58999633789062, volume=42355300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-30, open=252.22999572753906, high=253.5, low=250.75, close=252.1999969482422, volume=35557500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2024-12-31, open=252.44000244140625, high=253.27999877929688, low=249.42999267578125, close=250.4199981689453, volume=39480700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-02, open=248.92999267578125, high=249.10000610351562, low=241.82000732421875, close=243.85000610351562, volume=55740700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-03, open=243.36000061035156, high=244.17999267578125, low=241.88999938964844, close=243.36000061035156, volume=40244100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-06, open=244.30999755859375, high=247.3300018310547, low=243.1999969482422, close=245.0, volume=45045600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-07, open=242.97999572753906, high=245.5500030517578, low=241.35000610351562, close=242.2100067138672, volume=40856000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-08, open=241.9199981689453, high=243.7100067138672, low=240.0500030517578, close=242.6999969482422, volume=37628900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-10, open=240.00999450683594, high=240.16000366210938, low=233.0, close=236.85000610351562, volume=61710900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-13, open=233.52999877929688, high=234.6699981689453, low=229.72000122070312, close=234.39999389648438, volume=49630700, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-14, open=234.75, high=236.1199951171875, low=232.47000122070312, close=233.27999877929688, volume=39435300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-15, open=234.63999938964844, high=238.9600067138672, low=234.42999267578125, close=237.8699951171875, volume=39832000, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-16, open=237.35000610351562, high=238.00999450683594, low=228.02999877929688, close=228.25999450683594, volume=71759100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-17, open=232.1199951171875, high=232.2899932861328, low=228.47999572753906, close=229.97999572753906, volume=68488300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-21, open=224.0, high=224.4199981689453, low=219.3800048828125, close=222.63999938964844, volume=98070400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-22, open=219.7899932861328, high=224.1199951171875, low=219.7899932861328, close=223.8300018310547, volume=64126500, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-23, open=224.74000549316406, high=227.02999877929688, low=222.3000030517578, close=223.66000366210938, volume=60234800, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-24, open=224.77999877929688, high=225.6300048828125, low=221.41000366210938, close=222.77999877929688, volume=54697900, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-27, open=224.02000427246094, high=232.14999389648438, low=223.97999572753906, close=229.86000061035156, volume=94863400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-28, open=230.85000610351562, high=240.19000244140625, low=230.80999755859375, close=238.25999450683594, volume=75707600, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-29, open=234.1199951171875, high=239.86000061035156, low=234.00999450683594, close=239.36000061035156, volume=45486100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-30, open=238.6699981689453, high=240.7899932861328, low=237.2100067138672, close=237.58999633789062, volume=55658300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-01-31, open=247.19000244140625, high=247.19000244140625, low=233.44000244140625, close=236.0, volume=101075100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-03, open=229.99000549316406, high=231.8300018310547, low=225.6999969482422, close=228.00999450683594, volume=73063300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-04, open=227.25, high=233.1300048828125, low=226.64999389648438, close=232.8000030517578, volume=45067300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-05, open=228.52999877929688, high=232.6699981689453, low=228.27000427246094, close=232.47000122070312, volume=39620300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-06, open=231.2899932861328, high=233.8000030517578, low=230.42999267578125, close=233.22000122070312, volume=29925300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-07, open=232.60000610351562, high=234.0, low=227.25999450683594, close=227.6300048828125, volume=39707200, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-10, open=229.57000732421875, high=230.58999633789062, low=227.1999969482422, close=227.64999389648438, volume=33115600, vwap=None, split_ratio=None, dividend=0.25),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-11, open=228.1999969482422, high=235.22999572753906, low=228.1300048828125, close=232.6199951171875, volume=53718400, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-12, open=231.1999969482422, high=236.9600067138672, low=230.67999267578125, close=236.8699951171875, volume=45243300, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-13, open=236.91000366210938, high=242.33999633789062, low=235.57000732421875, close=241.52999877929688, volume=53614100, vwap=None, split_ratio=None, dividend=0.0),\n",
|
||||
" YFinanceEquityHistoricalData(date=2025-02-14, open=241.07000732421875, high=245.41000366210938, low=241.0, close=244.60000610351562, volume=40145605, vwap=None, split_ratio=None, dividend=0.0)]"
|
||||
]
|
||||
},
|
||||
"execution_count": 3,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
],
|
||||
"execution_count": 3
|
||||
},
|
||||
{
|
||||
"metadata": {
|
||||
"ExecuteTime": {
|
||||
|
||||
File diff suppressed because one or more lines are too long
@ -24,4 +24,5 @@ crate-type = ["cdylib"]
|
||||
[dependencies]
|
||||
finlib = { path = "../finlib", features = ["py"] }
|
||||
pyo3 = { workspace = true }
|
||||
pyo3-log = { workspace = true }
|
||||
pyo3-log = { workspace = true }
|
||||
log = "0.4.25"
|
||||
@ -12,7 +12,6 @@ mod pyfinlib {
|
||||
#[pymodule_init]
|
||||
fn init(m: &Bound<'_, PyModule>) -> PyResult<()> {
|
||||
pyo3_log::init();
|
||||
|
||||
Ok(())
|
||||
}
|
||||
|
||||
@ -41,7 +40,7 @@ mod pyfinlib {
|
||||
|
||||
#[pyfunction]
|
||||
fn varcovar(values: Vec<f64>, confidence: f64) -> PyResult<f64> {
|
||||
Ok(finlib::risk::var::varcovar::value_at_risk(&values, confidence))
|
||||
Ok(finlib::risk::var::varcovar::value_at_risk_percent(&values, confidence))
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
Loading…
x
Reference in New Issue
Block a user